Phinny Jerida

Key Skills

Software

Toloka

Labelbox

Remotasks

Top Subject Matter

NLP/Text Analysis

Computer Vision/Object Detection

Speech Recognition/NLP

Top Data Types

Text

Image

Audio

Top Task Types

Classification

Bounding Box

Transcription

Freelancer Overview

Freelance Data Annotator – Text. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Toloka, Labelbox, and Remotasks. Education includes Bachelor of Arts, University of Nairobi (2019). AI-training focus includes data types such as Text, Image, and Audio and labeling workflows including Classification, Bounding Box, and Transcription.

Labeling Experience

Freelance Data Annotator – Audio

RemotasksAudioTranscription

I performed audio transcription and labeled speech data for various NLP and speech recognition projects. I ensured accurate transcription of spoken content according to provided guidelines. The process included data validation and ongoing quality control. • Transcribed audio files for AI training corpus • Labeled speech segments with corresponding metadata • Validated data entries and corrected transcription errors • Used platforms like Remotasks and Appen to complete assignments

I performed audio transcription and labeled speech data for various NLP and speech recognition projects. I ensured accurate transcription of spoken content according to provided guidelines. The process included data validation and ongoing quality control. • Transcribed audio files for AI training corpus • Labeled speech segments with corresponding metadata • Validated data entries and corrected transcription errors • Used platforms like Remotasks and Appen to complete assignments

2023 - Present

Freelance Data Annotator – Image

LabelboxImageBounding Box

In data annotation projects, I labeled image data using bounding boxes and tagging for object detection models. I ensured precise labeling to optimize model performance. Quality assurance processes were observed throughout the project. • Labeled thousands of images in accordance with project requirements • Applied bounding boxes and tags to identify specific objects • Conducted thorough reviews to maintain data quality • Used industry-standard annotation tools such as Labelbox and CVAT

In data annotation projects, I labeled image data using bounding boxes and tagging for object detection models. I ensured precise labeling to optimize model performance. Quality assurance processes were observed throughout the project. • Labeled thousands of images in accordance with project requirements • Applied bounding boxes and tags to identify specific objects • Conducted thorough reviews to maintain data quality • Used industry-standard annotation tools such as Labelbox and CVAT

2023 - Present

Freelance Data Annotator – Text

TolokaTextClassification

As a freelance data annotator, I labeled and validated diverse text datasets for AI training projects. I followed strict annotation guidelines and ensured consistency and high accuracy. Quality checks and correction of labeling errors were integral to my workflow. • Annotated and classified text for sentiment analysis and NLP tasks • Maintained accurate records and documentation of all work • Collaborated remotely on international annotation projects • Utilized platforms such as Toloka and Appen for efficient annotation

As a freelance data annotator, I labeled and validated diverse text datasets for AI training projects. I followed strict annotation guidelines and ensured consistency and high accuracy. Quality checks and correction of labeling errors were integral to my workflow. • Annotated and classified text for sentiment analysis and NLP tasks • Maintained accurate records and documentation of all work • Collaborated remotely on international annotation projects • Utilized platforms such as Toloka and Appen for efficient annotation

2023 - Present

Education

Work History